List your company
ResearchFormerly WizWand

Object Recognition on CIFAR10-C

84.9Average AccuracyEmbodiTTA
7.00427.22747.4567.673May 2, 2025
Updated 6mo ago

Evaluation results

MethodLinks
EmbodiTTABatch Size=64, Memory (MB)=5653, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0584.9
EmbodiTTABatch Size=16, Memory (MB)=1632, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0583
ROIDBatch Size=64, Memory (MB)=9840, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0582.8
SURGEONBatch Size=64, Memory (MB)=5882, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0582
MECTABatch Size=16, Memory (MB)=1231, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0581.3
MECTABatch Size=64, Memory (MB)=3836, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0581.3
EATA-CBatch Size=64, Memory (MB)=6228, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0581.3
L-TTABatch Size=64, Memory (MB)=3580, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0581.2
ROIDBatch Size=16, Memory (MB)=2850, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0579.5
EmbodiTTABatch Size=1, Memory (MB)=414, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0578
EATA-CBatch Size=16, Memory (MB)=1728, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0577.4
L-TTABatch Size=16, Memory (MB)=1250, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0576.8
SURGEONBatch Size=16, Memory (MB)=1750, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0574.5
SARBatch Size=16, Memory (MB)=1723, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0570.4
SARBatch Size=64, Memory (MB)=5780, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0569.2
SARBatch Size=1, Memory (MB)=429, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0568.3
MECTABatch Size=1, Memory (MB)=378, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0565
SourceBatch Size=1, Memory (MB)=242, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0559.5
SourceBatch Size=16, Memory (MB)=358, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0559.5
SourceBatch Size=64, Memory (MB)=809, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0559.5
EATA-CBatch Size=1, Memory (MB)=506, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0523.7
ROIDBatch Size=1, Memory (MB)=698, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0510.1
L-TTABatch Size=1, Memory (MB)=449, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0510.1
SURGEONBatch Size=1, Memory (MB)=454, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0510